DeepRisk network: an AI-based tool for digital pathology signature and treatment responsiveness of gastric cancer using whole-slide images

DeepRisk network: an AI-based tool for digital pathology signature and treatment responsiveness of gastric cancer using whole-slide images

Abstract Background Digital histopathology provides valuable information for clinical decision-making. We hypothesized that a deep risk network (DeepRisk) based on digital pathology signature (DPS) derived from whole-slide images could improve the prognostic value of the tumor, node, and metastasis...

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Bibliographic Details
Main Authors: Mengxin Tian, Zhao Yao, Yufu Zhou, Qiangjun Gan, Leihao Wang, Hongwei Lu, Siyuan Wang, Peng Zhou, Zhiqiang Dai, Sijia Zhang, Yihong Sun, Zhaoqing Tang, Jinhua Yu, Xuefei Wang
Format: Article
Language:English
Published: BMC 2024-02-01
Series:Journal of Translational Medicine
Subjects:
Deep learning
Gastric cancer
Whole slide image
Artificial intelligence
Suppressive immune microenvironment
Online Access:https://doi.org/10.1186/s12967-023-04838-5

Internet

https://doi.org/10.1186/s12967-023-04838-5

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